OpenCV Mat element types and their sizes
opencv
Solution
Developing from Miki's answer, In OpenCV 3 definition has moved to modules/core/include/opencv2/core/traits.hpp, where you can find:
/** @brief A helper class for cv::DataType
The class is specialized for each fundamental numerical data type supported by OpenCV. It provides
DataDepth<T>::value constant.
*/
template<typename _Tp> class DataDepth
{
public:
enum
{
value = DataType<_Tp>::depth,
fmt = DataType<_Tp>::fmt
};
};
template<int _depth> class TypeDepth
{
enum { depth = CV_USRTYPE1 };
typedef void value_type;
};
template<> class TypeDepth<CV_8U>
{
enum { depth = CV_8U };
typedef uchar value_type;
};
template<> class TypeDepth<CV_8S>
{
enum { depth = CV_8S };
typedef schar value_type;
};
template<> class TypeDepth<CV_16U>
{
enum { depth = CV_16U };
typedef ushort value_type;
};
template<> class TypeDepth<CV_16S>
{
enum { depth = CV_16S };
typedef short value_type;
};
template<> class TypeDepth<CV_32S>
{
enum { depth = CV_32S };
typedef int value_type;
};
template<> class TypeDepth<CV_32F>
{
enum { depth = CV_32F };
typedef float value_type;
};
template<> class TypeDepth<CV_64F>
{
enum { depth = CV_64F };
typedef double value_type;
};
In most of the cases/compilers you should be fine using C++ exact data types. You wouldn't have problems with single byte data types (`CV_8U` -> `uint8_t` and `CV_8U` -> `int8_t`) as unambiguously defined in C++. The same for float (32bit) and double (64bit). However, it is true that for other data types to be completely sure you use the correct data type (for example when using the `at<>` method) you should use for example:
typedef TypeDepth<CV_WHATEVER_YOU_USED_TO_CREATE_YOUR_MAT>::value_type access_type;
myMat.at<access_type>(y,x) = 0;
As a side note, I am surprised they decided to take such an ambiguous approach, instead of simply using exact data types.
Therefore, regarding your last question:
What type should I expect from, let's say, `CV_32S`?
I believe the most precise answer, in OpenCV 3, is:
TypeDepth<CV_32S>::value_type
Problem
I'm confused by the OpenCV Mat element types. This is from the docs: ``` There is a limited fixed set of primitive data types the library can operate on. That is, array elements should have one of the following types: 8-bit unsigned integer (uchar) 8-bit signed integer (schar) 16-bit unsigned integer (ushort) 16-bit signed integer (short) 32-bit signed integer (int) 32-bit floating-point number (float) 64-bit floating-point number (double) ... For these basic types, the following enumeration is applied: enum { CV_8U=0, CV_8S=1, CV_16U=2, CV_16S=3, CV_32S=4, CV_32F=5, CV_64F=6 }; ``` It's known that C++ standard doesn't define the size of basic types in bytes, so how do they use such assumptions? And what type should I expect from, let's say, CV_32S, is it int32_t or int?